Learn-skills.dev api-analytics-setup-posthog

PostHog analytics and feature flags setup

install
source · Clone the upstream repo
git clone https://github.com/NeverSight/learn-skills.dev
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/NeverSight/learn-skills.dev "$T" && mkdir -p ~/.claude/skills && cp -r "$T/data/skills-md/agents-inc/skills/api-analytics-setup-posthog" ~/.claude/skills/neversight-learn-skills-dev-api-analytics-setup-posthog && rm -rf "$T"
manifest: data/skills-md/agents-inc/skills/api-analytics-setup-posthog/SKILL.md
source content

PostHog Analytics & Feature Flags Setup

Quick Guide: One-time setup for PostHog analytics and feature flags. Covers

posthog-js
client provider,
posthog-node
server client, and environment variables. PostHog handles both analytics AND feature flags with a generous free tier (1M events + 1M flag requests/month).


<critical_requirements>

CRITICAL: Before Using This Skill

All code must follow project conventions in CLAUDE.md (kebab-case, named exports, import ordering,

import type
, named constants)

(You MUST initialize posthog-js only in a client/browser context - it requires browser APIs like window and localStorage)

(You MUST call

posthog.shutdown()
,
posthog.flush()
, or use
captureImmediate()
after server-side event capture to prevent lost events)

(You MUST use

defaults: '2026-01-30'
for automatic SPA page tracking and latest recommended behaviors)

</critical_requirements>


Auto-detection: PostHog setup, posthog-js, posthog-node, PostHogProvider, analytics setup, feature flags setup, event tracking setup, posthog.init

When to use:

  • Initial PostHog setup in a project
  • Configuring PostHogProvider for client-side analytics
  • Setting up posthog-node for server-side/API route event capture
  • Configuring environment variables for PostHog

When NOT to use:

  • Event tracking patterns after setup (use analytics event tracking skill)
  • Feature flag usage patterns (use feature flags skill)
  • Complex multi-environment setups with separate staging/production projects

Key patterns covered:

  • Client-side setup with PostHogProvider or framework initialization hook
  • Server-side setup with posthog-node
  • Environment variables (client vs server prefix)
  • User identification and reset flows
  • Serverless flush patterns (captureImmediate vs flush)

Detailed Resources:


<philosophy>

Philosophy

PostHog is a product analytics + feature flags platform that consolidates multiple tools into one. It's open-source, can be self-hosted, and has a generous free tier. For solo developers and small teams, PostHog eliminates the need for separate analytics and feature flag services.

Core principles:

  1. One platform for analytics + feature flags - Reduces tool sprawl and cost
  2. Usage-based pricing - Pay for what you use, not per-project
  3. Autocapture by default - Automatic event tracking reduces manual instrumentation
  4. Server and client SDKs - Full coverage for SSR and client-side apps

When to use PostHog:

  • Need both analytics and feature flags in one platform
  • Want generous free tier (1M events + 1M flag requests/month)
  • Prefer open-source with self-host option
  • Building product analytics (funnels, retention, sessions)

When NOT to use PostHog:

  • Need advanced A/B testing with statistical rigor
  • Require real-time event streaming
  • Already have established analytics + flag tools
</philosophy>
<patterns>

Core Patterns

Pattern 1: PostHog Project Structure

Use a single PostHog organization for your apps. One org pools billing. Use separate projects per app, or one project with custom properties to filter.

PostHog Organization: "Your Company"
├── Project: "Main App" (or separate per app)
│   ├── API Key: phc_xxx
│   └── Host: https://us.i.posthog.com (or eu.i.posthog.com)

Why good: Single org pools billing across all projects, usage-based pricing, 6 projects included on paid tier


Pattern 2: Client-Side Setup

Install

posthog-js
and configure a provider or use your framework's client-side initialization hook.

Key config options:

defaults: "2026-01-30"
enables recommended behaviors,
person_profiles: "identified_only"
reduces costs.

See examples/core.md for full implementation of both approaches.

Why good:

defaults
date enables automatic SPA page/leave tracking,
person_profiles: "identified_only"
reduces event costs, debug mode in development aids troubleshooting


Pattern 3: Server-Side Setup with posthog-node

Install

posthog-node
and create a singleton for server-side event capture.

Serverless flush options:

  • captureImmediate()
    - simplest, awaits HTTP request directly (one request per event)
  • capture()
    +
    await flush()
    - batched, requires explicit flush before response returns

See examples/server.md for singleton setup, API route usage, and the flush anti-pattern.

Why good: Singleton prevents multiple client instances, flushInterval/flushAt configure batching, captureImmediate simplifies serverless usage

</patterns>

<red_flags>

RED FLAGS

  • Initializing posthog-js on the server (requires browser APIs - will crash)
  • No
    flush()
    or
    captureImmediate()
    after server-side capture in serverless environments (events silently lost)
  • Client-side env vars not exposed to the browser bundle (check your framework's prefix convention)
  • Hardcoding API keys in source code instead of environment variables
  • Missing
    posthog.reset()
    on sign out (user identity bleeds to next session)
  • Not using
    defaults
    date option (manual pageview tracking required, misses recommended behaviors)
  • Not calling
    posthog.identify()
    after authentication (anonymous and authenticated sessions remain unlinked)
  • No
    person_profiles: 'identified_only'
    option (unnecessary anonymous profiles created, higher costs)
  • Not wrapping app with PostHogProvider when using hooks (hooks return null)
  • Forgetting to add environment variables to deployment platform (events fail silently)
  • Using different PostHog projects for dev/prod without realizing (separate data)

Gotchas & Edge Cases:

  • posthog-js
    must be initialized after
    window
    is available (hence useEffect or a client-side initialization hook)
  • Server-side SDK does NOT auto-flush like the client - you must explicitly call
    flush()
    ,
    shutdown()
    , or use
    captureImmediate()
  • captureImmediate()
    is simpler for serverless but sends one HTTP request per event (no batching)
  • Free tier resets monthly (1M events then stops capturing until next month)
  • person_profiles: 'identified_only'
    reduces costs but means no anonymous user profiles are created
  • When using auto-initialization hooks, config values remain fixed for the session - bootstrapping only works if flags are evaluated on the server before render

</red_flags>


<critical_reminders>

CRITICAL REMINDERS

All code must follow project conventions in CLAUDE.md (kebab-case, named exports, import ordering,

import type
, named constants)

(You MUST initialize posthog-js only in a client/browser context - it requires browser APIs like window and localStorage)

(You MUST call

posthog.shutdown()
,
posthog.flush()
, or use
captureImmediate()
after server-side event capture to prevent lost events)

(You MUST use

defaults: '2026-01-30'
for automatic SPA page tracking and latest recommended behaviors)

Failure to follow these rules will cause lost analytics events, broken tracking, or security vulnerabilities.

</critical_reminders>


Sources